Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max brier_class
rf 0.9571275 0.9201743 0.9952319 0.9681599 NA
bt 0.7631297 0.9328814 0.8282935 0.5094714 NA
maxnet 0.6420150 0.9727224 0.7918354 0.4571286 NA
gam 0.7749196 0.9858820 0.8041147 0.4658170 0.1506857
glm 0.7256163 0.7142657 0.7215034 0.4220921 0.1743909

Variable Importance